Explore the benefits of building your own AI agent from scratch using Langbase, BaseUI, and Open AI, in a demo Next.js project.

LogRocket is a frontend monitoring platform that helps developers debug and troubleshoot issues in web applications by providing session replay, error tracking, and performance monitoring capabilities. With LogRocket, developers can gain insights into user interactions, identify bugs, and optimize application performance to deliver better user experiences. Developers can learn how to integrate LogRocket into their web applications, analyze user sessions, and diagnose frontend issues effectively.

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AI is becoming increasingly important across multiple domains, providing substantial advantages. This tutorial guides you through building an AI agent from scratch, using BaseAI and Langbase, to create a webpage FAQ generator. The tutorial covers the entire process from setup to deployment, including building AI agents with memory using RAG technology and integrating AI agents into a Next.js frontend app.

Building an AI agent for your frontend project

See how LogRocket's AI-powered error tracking works

Building a webpage FAQ generator AI agent locally using BaseAI

Over 200k developers use LogRocket to create better digital experiences

Deploying the FAQ generator AI agent to Langbase

<a href="https://github.com/specifiedcodes/ContextforAIcoder" target="_blank" rel="noopener nofollow">https://github.com/specifiedcodes/ContextforAIcoder</a>
not a promotion but i built this basic python code primarily for this purpose

@logrocket this is actually one of the best articles i’ve seen in this platform that gives an in-depth look into how to build something some of us have never tried to build before and offers a lot off good side notes and information. i hope this becomes the new standard thank you!